Amir Soleimani

NonFactS: NonFactual Summary Generation for Factuality Evaluation in Document Summarization

Pre-trained abstractive summarization models can generate fluent summaries and achieve high ROUGE scores. Previous research has found that these models often generate summaries that are inconsistent with their context document and contain nonfactual information. To evaluate factuality in document su…